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Secondly, when women send messages to men, they pay attention to not only whether men’s attributes meet their own requirements for mate choice, but also whether their own attributes meet men’s requirements, while when men send messages to women, they only pay attention to whether women’s attributes meet their own requirements.
Thirdly, compared with men, women attach great importance to the socio-economic status of potential partners and their own socio-economic status will affect their enthusiasm for interaction with potential mates.
Further, we use the ensemble learning classification methods to rank the importance of factors predicting messaging behaviors, and find that the centrality indices of users are the most important factors.
Finally, by correlation analysis we find that men and women show different strategic behaviors when sending messages.
The research also suggests new avenues for data-driven research on stable matching and strategic behavior combined with game theory.
As a special type of social networking sites [1,2,3], online dating sites have emerged as popular platforms for single people to seek potential romance.
The likes-attract means that people choose mates who are similar to themselves in a variety of attributes, which is consistent with the Chinese saying “men dang hu dui”.
From the perspective of evolutionary and social psychology , the difference in parental investment strategies determines the different mate selection strategies for both sexes .
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According to a recent survey, nearly 40 million single people (out of 54 million) in the U. have been trying online dating, and about 20% of committed relationships began online .
Although some psychologists have questioned the reliability and effectiveness of online dating , recent empirical studies using the tracking data and survival analysis found that for heterosexual couples, meeting partners through online dating sites can speed up marriage .